You don't see all the Legendary Dogs in FR,the one you encounter depends on your starter,If you choose Squirtle you'll encounter Raikou,and if you choose Bulbasaur you'll encounter Entei,and if you choose Charmander you'll encounter Suicune.
you can find them roaming Kanto after you have defeated the elite four